PPaperPicks

Jintai Chen

19 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3199-2597 ↗Homepage ↗

Venues

ACL ×2EMNLP ×2ICCV ×2ICLR ×2MICCAI ×2SIGKDD ×2AAAI ×1CVPR ×1IJCAI ×1NAACL ×1NeurIPS ×1WACV ×1WWW ×1

Frequent coauthors

Jian Wu
×14
Danny Ziyi Chen
×7
Hongxia Xu
×6
Jiahuan Yan
×5
Qiyuan Chen
×4
Jinhong Wang
×4
Qian Shao
×3
Xu Cao
×3
Jimeng Sun
×3
Hongsen Huang
×2
Jiahe Chen
×2
Renjie Hua
×2

Papers

  1. Generalist Model for Structured Data: Foundations, Frontiers and Applications
    WWW 2026 ·
    Peng Cui
    ,
    Xingxuan Zhang
    ,
    Han-Jia Ye
    , Jintai Chen,
    Shuyang Li
  2. Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
    ACL 2026 ·
    Qiyuan Chen
    ,
    Hongsen Huang
    ,
    Jiahe Chen
    ,
    Qian Shao
    , Jintai Chen,
    Hongxia Xu
    ,
    Renjie Hua
    ,
    Ren Chuan
    ,
    Jian Wu
  3. Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
    ACL 2025 ·
    Yuxia Geng
    ,
    Runkai Zhu
    ,
    Jiaoyan Chen
    , Jintai Chen,
    Xiang Chen
    ,
    Zhuo Chen
    ,
    Shuofei Qiao
    ,
    Yuxiang Wang
    ,
    Xiaoliang Xu
    ,
    Sheng-Jun Huang
  4. Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
    EMNLP 2025 ·
    Qiyuan Chen
    ,
    Hongsen Huang
    ,
    Qian Shao
    ,
    Jiahe Chen
    , Jintai Chen,
    Hongxia Xu
    ,
    Renjie Hua
    ,
    Ren Chuan
    ,
    Jian Wu
  5. OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM
    ICCV 2025 ·
    Jinhong Wang
    ,
    Shuo Tong
    ,
    Jian Liu
    ,
    Dongqi Tang
    ,
    Weiqiang Wang
    ,
    Wentong Li
    ,
    Hongxia Xu
    ,
    Danny Z. Chen
    , Jintai Chen,
    Jian Wu
  6. Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba
    WACV 2025 ·
    Yunsheng Ma
    ,
    Wenqian Ye
    ,
    Can Cui
    ,
    Haiming Zhang
    ,
    Shuo Xing
    ,
    Fucai Ke
    ,
    Jinhong Wang
    ,
    Chenglin Miao
    , Jintai Chen,
    Hamid Rezatofighi
    ,
    Zhen Li
    ,
    Guangtao Zheng
    ,
    Chao Zheng
    ,
    Tianjiao He
    ,
    Manmohan Chandraker
    ,
    Burhaneddin Yaman
    ,
    Xin Ye
    ,
    Hang Zhao
    ,
    Xu Cao
  7. ProtCLIP: Function-Informed Protein Multi-Modal Learning
    AAAI 2025 ·
    Hanjing Zhou
    ,
    Mingze Yin
    ,
    Wei Wu
    ,
    Mingyang Li
    ,
    Kun Fu
    , Jintai Chen,
    Jian Wu
    ,
    Zheng Wang
  8. Proxy-Bridged Game Transformer for Interactive Extreme Motion Prediction
    ICCV 2025 ·
    Yanwen Fang
    ,
    Wenqi Jia
    ,
    Xu Cao
    ,
    Peng-Tao Jiang
    ,
    Guodong Li
    , Jintai Chen
  9. Scalable Autoregressive Monocular Depth Estimation
    CVPR 2025 ·
    Jinhong Wang
    ,
    Jian Liu
    ,
    Dongqi Tang
    ,
    Weiqiang Wang
    ,
    Wentong Li
    ,
    Danny Chen
    , Jintai Chen,
    Jian Wu
  10. Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
    ICLR 2025 ·
    Jiahuan Yan
    , Jintai Chen,
    Chaowen Hu
    ,
    Bo Zheng
    ,
    Yaojun Hu
    ,
    Jimeng Sun
    ,
    Jian Wu
  11. Toward Human Deictic Gesture Target Estimation
    NeurIPS 2025 ·
    Xu Cao
    ,
    Pranav Virupaksha
    ,
    Sangmin Lee
    ,
    Bolin Lai
    ,
    Wenqi Jia
    , Jintai Chen,
    James M. Rehg
  12. Can a Deep Learning Model be a Sure Bet for Tabular Prediction?
    SIGKDD 2024 · Jintai Chen,
    Jiahuan Yan
    ,
    Qiyuan Chen
    ,
    Danny Z. Chen
    ,
    Jian Wu
    ,
    Jimeng Sun
  13. Making Pre-trained Language Models Great on Tabular Prediction
    ICLR 2024 ·
    Jiahuan Yan
    ,
    Bo Zheng
    ,
    Hongxia Xu
    ,
    Yiheng Zhu
    ,
    Danny Z. Chen
    ,
    Jimeng Sun
    ,
    Jian Wu
    , Jintai Chen
  14. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
    NAACL 2024 ·
    Weize Liu
    ,
    Guocong Li
    ,
    Kai Zhang
    ,
    Bang Du
    ,
    Qiyuan Chen
    ,
    Xuming Hu
    ,
    Hongxia Xu
    , Jintai Chen,
    Jian Wu
  15. Personalized Heart Disease Detection via ECG Digital Twin Generation
    IJCAI 2024 ·
    Yaojun Hu
    , Jintai Chen,
    Lianting Hu
    ,
    Dantong Li
    ,
    Jiahuan Yan
    ,
    Haochao Ying
    ,
    Huiying Liang
    ,
    Jian Wu
  16. Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs
    SIGKDD 2024 ·
    Jiahuan Yan
    , Jintai Chen,
    Qianxing Wang
    ,
    Danny Z. Chen
    ,
    Jian Wu
  17. TeleOR: Real-Time Telemedicine System for Full-Scene Operating Room
    MICCAI 2024 ·
    Yixuan Wu
    ,
    Kaiyuan Hu
    ,
    Qian Shao
    , Jintai Chen,
    Danny Z. Chen
    ,
    Jian Wu
  18. Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications
    EMNLP 2024 ·
    Weize Liu
    ,
    Yinlong Xu
    ,
    Hongxia Xu
    , Jintai Chen,
    Xuming Hu
    ,
    Jian Wu
  19. 🐍 LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
    MICCAI 2024 ·
    Jinhong Wang
    , Jintai Chen,
    Danny Ziyi Chen
    ,
    Jian Wu